Statistics Masterclass for Data Science and Data Analytics

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Course overview

Provider
Udemy
Course type
Paid course
Level
All Levels
Duration
5 hours
Lessons
43 lessons
Certificate
Available on completion
Course author
Vijay Gadhave
  • Understand the Fundamentals of Statistics
  • Understand the Probability for Data Analysis
  • Learn how to work with Different Types of Data
  • Different Types of Distributions
  • Apply Statistical Methods and Hypothesis Testing to Business Problems
  • Understand all the concepts of Statistics for Data Science and Analytics
  • Working of Regression Analysis
  • Implement one way and two way ANOVA
  • Chi-Square Analysis
  • Central Limit Theorem

Description

Build a Solid Foundation of Statistics for Data Science, Learn Probability, Distributions, Hypothesis Testing, and More!

Starting a career in Data Science or Business Analysis ?

then this course will help you to Built a Strong Foundation of statistics for Data Science and Business Analytics

This course is Very Practical, Easy to Understand and Every Concept is Explained with an Example !


I have added real life examples to understand the applications of statistics in the field of Data Science...


We'll cover everything that you need to know about statistics and probability for Data Science and Business Analytics !


Including:

1) Levels of Measurement

2) Measures of Central Tendency

3) Population and Sample

4) Population Standard Variance

5) Quartiles and IQR

6) Permutations,Combinations

7) Intersection, Union and Complement

8) Independent and Dependent Events

9) Conditional Probability

10) Bayes’ Theorem

11) Uniform Distribution, Binomial Distribution

12) Poisson Distribution, Normal Distribution, Skewness

13) Standardization and Z Score

14) Central Limit Theorem

15) Hypothesis Testing, Type I and Type II Error

16) Students T-Distribution

17) ANOVA - Analysis of Variance

18) F Distribution

19) Linear Regression and much more...


So What Are You Waiting For ?

Enroll Now and Empower Your Career !

Statistics Masterclass for Data Science and Data Analytics
  • English language

  • Recommended provider

  • Certificate available